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EPG-LatentFlow

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Representation learning over EPG pulse-wave signals.

biosignalrepresentation-learningepgpython
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Learned latent embeddings of pulse-wave signals captured with FlowEHealth's proprietary EPG sensing technology. Replaces hand-engineered features with representations that downstream tasks (BP estimation, rhythm classification, anomaly detection) can build on. TODO: clarify pretraining objective, dataset, and which downstream tasks the embeddings have actually been benchmarked on.